They look more like tanks and not load bearing. They appear to be riveted or bolted and I wouldn't think they would be very sturdy. Have not seen another bridge with that type of support, but placement would make sense for bridge supports.
Might they have been for erosion control around the bridge? Kind of like the ones north of the Pearl River bridge on Lakeland?